t-test: p=0.000112138
Neutral set average density: 0.0133743
Different set average density: 0.0110664
motif_present gene_set absent present different 567 427 neutral 1009 944
Fisher's exact test: p=0.00624342
Binomial GLM: p=0.00568183
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.149 -1.149 -1.060 1.206 1.300 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.06659 0.04528 -1.471 0.14141 differentTRUE -0.21699 0.07846 -2.766 0.00568 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4071.1 on 2946 degrees of freedom Residual deviance: 4063.5 on 2945 degrees of freedom AIC: 4067.5 Number of Fisher Scoring iterations: 3